Struct ResidualBlock 

pub struct ResidualBlock { /* private fields */ }

Residual block: runs input through a sequence of layers, then adds the original input as a skip connection (output = layers(input) + input).

Implementations

impl ResidualBlock

pub fn new(layers: Vec<ModelLayer>) -> Self

Creates a new residual block wrapping the given layers.

pub fn layers(&self) -> &[ModelLayer]

Returns a reference to the inner layers.

pub fn forward_inference(&self, input: &Tensor) -> Result<Tensor, ModelError>

Runs inference: passes input through all inner layers sequentially, then adds the skip connection (output = layers_output + input).

pub fn forward( &self, graph: &mut Graph, input: NodeId, ) -> Result<NodeId, ModelError>

Graph-mode forward: passes input through all inner layers, then adds skip connection.

Trait Implementations

impl Clone for ResidualBlock

fn clone(&self) -> ResidualBlock

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ResidualBlock

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.